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  • My Sheet Music Transcriptions
  • Barcelona
  • 16:06 (UTC +01:00)
  • LinkedIn in/ocf

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oriolcolomefont/README.md

Welcome to my GitHub.com profile! 👋

My name is Oriol Colomé, and I am a musician and a music scientist.

🔬 Recent Research

My master's thesis at UPF's Music Technology Group (MTG), in collaboration with Epidemic Sound AB, explored novel approaches to music structure analysis using self-supervised deep neural networks. The work focused on learning sound-agnostic and content-sensitive music representations through contrastive learning and triplet networks.

🛠️ Tech Stack

Main programming and scripting languages

Python Bash LaTeX

Music & Audio Processing

Librosa Essentia SciPy music21 pretty_midi

Data Science & DL

NumPy Pandas PyTorch Scikit-learn Jupyter

Visualization

Matplotlib Seaborn Plotly

Development tools

Git Docker VS Code Cursor

Cloud & MLOps

Google Cloud Weights & Biases

Publications & Research

Master Thesis GitHub

Let's connect

LinkedIn Email

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  1. Uncovering-High-Level-Content-in-the-Time-Domain Uncovering-High-Level-Content-in-the-Time-Domain Public

    Leveraging self-supervised deep neural networks, inductive bias, and aural skills to learn deep audio embeddings with applications to boundary detection tasks.

    Jupyter Notebook 2

  2. arab-andal-motif-dev arab-andal-motif-dev Public

    Forked from satyajeetprabhu/arab-andal-motif-dev

    Towards a systematic exploration of motif development in Arab-Andalusian Music

    Jupyter Notebook

  3. Audio-Signal-Processing-For-Music-Applications Audio-Signal-Processing-For-Music-Applications Public

    Assignments for Audio Signal Processing for Music Applications on MTG-UPF Msc Sound And Music Computing. Note: It's for my personal learning purpose.

    Jupyter Notebook

  4. Melody-extraction-in-symphonic-music-recordings Melody-extraction-in-symphonic-music-recordings Public

    Algorithmic predominant melody extraction in in symphonic music recordings

    Jupyter Notebook

  5. The-Sound-of-AI-workshop The-Sound-of-AI-workshop Public

    The Sound of AI workshop on Generative Music

    Python 1